jmeisele / ml-ops-kafkaLinks
Kafka variant of the MLOps Level 1 stack
☆27Updated 3 years ago
Alternatives and similar repositories for ml-ops-kafka
Users that are interested in ml-ops-kafka are comparing it to the libraries listed below
Sorting:
- Get your MLOps (Level 1) platform started and going fast.☆127Updated 2 years ago
- Completely Scalable FastAPI based template for Machine Learning, Deep Learning and any other software project which wants to use Fast API…☆228Updated 7 months ago
- Template for data pipelines, ML workflows, API dev and monitoring☆44Updated 2 years ago
- Repo that relates to the Medium blog 'Keeping your ML model in shape with Kafka, Airflow' and MLFlow'☆121Updated 2 years ago
- Working example for serving a ML model using FastAPI and Celery☆74Updated 4 years ago
- Deploy and scale machine learning models with FastAPI, Redis and Docker☆151Updated 3 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Updated last year
- PoC with FastAPI and Celery to ML inference☆92Updated 3 years ago
- Project for real-time anomaly detection using Kafka and python☆58Updated 3 years ago
- Deploying PyTorch Model to Production with FastAPI in CUDA-supported Docker☆105Updated 4 years ago
- Serving model through api. FastApi + PytorchLightning☆42Updated 10 months ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- A Series of Notebooks on how to start with Kafka and Python☆152Updated 10 months ago
- Sample apps for YouTube channel. Machine Learning, Web Development, Python.☆160Updated 2 years ago
- ☆72Updated 5 years ago
- FastAPI Skeleton App to serve machine learning models production-ready.☆593Updated 3 weeks ago
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆51Updated last year
- ⚠️ Development moved to Sourcehut☆49Updated 2 years ago
- style transfer web app [FastAPI + streamlit + Docker]☆124Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆223Updated 3 years ago
- In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits☆108Updated 4 years ago
- The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.☆51Updated 3 years ago
- Microservice creation and Machine Learning Model Deployment using FastAPI☆117Updated 3 years ago
- Simple web app example serving a PyTorch model using streamlit and FastAPI☆505Updated last year
- deploying an ML model to Heroku with FastAPI☆51Updated last year
- Demo Computer Vision Project☆65Updated 2 years ago
- tensorflow web app starter pack☆73Updated 5 years ago
- Barebones Python FastAPI in Kubernetes☆135Updated 4 years ago
- ∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc☆100Updated 3 years ago
- Source code for the Apache Kafka in Python video series☆19Updated 3 years ago